This paper introduces a method to build a classifier based on labeled and unlabeled data. We set up the EM algorithm steps for the particular case of the naive Bayes approach and show empirical work for the restricted web page database. Original contributions includes the application of the EM...

This paper examines the robustness of fractional integration estimates to different data frequencies. We show by means of Monte Carlo experiments that if the number of differences is an integer value (e.g., 0 or 1) there is no distortion when data are collected at wider intervals; however, if it...

In this paper we summarize the results of a broad exploratory empirical analysis where we relate the level of financial development with the effectiveness of monetary policy. The analysis is based on a panel of countries for whom we calculate measures both of financial development and of...

In this paper we study the suitability of the CAPM to the Spanish Stock Market Interconnection System (SIBE) for the period 1988-2000, by means of time series and cross-section multivariate tests. Even though there is no enough empirical evidence to reject this model, it is shown that the...

This paper employs various empirical tests in order to measure the persistence of shocks to EPS for the S&P 500 index. Within the I(0)/I(1) paradigm the empirical evidence rejects the I(1) specification, supporting instead a trend-stationary representation. When fractional orders of integration...

We propose tests of the null of spurious relationship against the alternative of fractional cointegration among the components of a vector of fractionally integrated time series. Our test statistics have an asymptotic chi-square distribution under the null and rely on GLS-type of corrections...

This paper searches for evidence on the additional difficulty the parties have in contracting for the transfer of know-how relative to the transfer of patented technology. There is empirical evidence, drawn from a sample of contracts for the acquisition of technology by Spanish firms in 1991,...

We suggest that accounting homogeneity is a necessary step in the process of financial market integration. Specifically, we analyze the effect of integration in the “accounting sense” in the correct analysis of international investments and fund allocation by estimating several pricing and...

This paper analyzes whether the excessive overreliance on non-interest income and wholesale funding, which occurred in the banking industry during the last two decades and led to increases in systemic risk, could arise from the desire of bank managers to increase their variable compensation....

In this article I investigate whether the presence of structural breaks affects inference on the order of integration in univariate time series. For this purpose, we make use of a version of the tests of Robinson (1994) which allows us to test unit and fractional roots in the presence of...